Will continuous mining machine operators be replaced by AI?
Updated
Continuous mining machine operators score 11 of 100 for AI exposure. 89% of their task time still needs a person. AI speeds up the other 11%.
- 11% AI helps
- 89% Needs a person
Low exposure
Lower than 95% of the 923 occupations we scored.
Task by task
We graded 15 tasks, listed here from most to least exposed. AI can't do any of them end to end yet. It speeds up 2 and leaves 13 to people.
| Task | AI exposure |
|---|---|
| Apply new technologies developed to minimize the environmental impact of coal mining. Research and planning on environmental impact can be AI assisted. | 40% AI helps |
| Determine locations, boundaries, and depths of holes or channels to be cut. Plans help compute depths but field marking stays human. | 28% AI helps |
| Observe and listen to equipment operation to detect binding or stoppage of tools or other equipment malfunctions. Listening for binding is sensory; sensor alerts could assist. | 15% Needs a person |
| Conduct methane gas checks to ensure breathing quality of air. Gas sensing needs on site instruments; AI only helps logging. | 12% Needs a person |
| Hang ventilation tubing and ventilation curtains to ensure that the mining face area is kept properly ventilated. Physical hanging of tubing and curtains at the face. | 8% Needs a person |
| Check the stability of roof and rib support systems before mining face areas. Roof and rib inspection is physical and carries safety liability. | 8% Needs a person |
| Move controls to start and regulate movement of conveyors and to start and position drill cutters or torches. Hand controls on machinery need a person at the controls. | 6% Needs a person |
| Operate mining machines to gather coal and convey it to floors or shuttle cars. Running the machine to cut and load is physical operation. | 5% Needs a person |
| Drive machines into position at working faces. Positioning heavy machinery at the face is physical work. | 4% Needs a person |
| Reposition machines to make additional holes or cuts. Repositioning heavy machines to cut is physical and on site. | 4% Needs a person |
Show the other 5 tasks
| Task | AI exposure |
|---|---|
| Scrape or wash conveyors, using belt scrapers or belt washers, to minimize dust production. Scraping and washing conveyors is physical cleaning work. | 4% Needs a person |
| Guide and assist crews laying track and resetting supports and blocking. Guiding track crews is physical coordination on uneven ground. | 4% Needs a person |
| Repair, oil, and adjust machines, and change cutting teeth, using wrenches. Oiling, adjusting and changing cutter teeth is hands on work. | 3% Needs a person |
| Install casings to prevent cave-ins. Installing casings is heavy physical work underground. | 3% Needs a person |
| Move levers to raise and lower hydraulic safety bars supporting roofs above machines until other workers complete framing. Lever operation of safety bars is physical and safety critical. | 3% Needs a person |
How continuous mining machine operators compare
All occupations (923)
Construction and extraction (61)
Pay and outlook in the US
- Median pay
- $61,810 a year, May 2025
- People employed
- 14,000 in the US, May 2025
- Projected change in jobs
- +3.2% from 2024 to 2034
Skills to build
- Check cut boundaries against survey data in Leica Geosystems FMS
- Log machine faults and alerts in Fleet monitoring system software
- Read machine data in Hitachi ZXLink at shift handover
- Hold MSHA Part 48 training for underground miners
- Inspect roof and rib support before entering the face
- Replace cutter teeth and service machines with hand wrenches
Safer roles nearby
5 related occupations with lower scores.
Questions about continuous mining machine operators and AI
Will AI replace continuous mining machine operators?
Partly. About 1 in 10 working hours go to tasks AI can already do, mostly environmental impact research and planning the depths and boundaries of cuts. Field marking, positioning machines at the face, roof checks and hands-on machine work stay with people because they happen underground with physical tools.
Which tasks is AI taking over for continuous mining machine operators?
Planning work leads the list. Environmental impact research carries an exposure score of 40, the highest in this job, and can be AI assisted. Determining locations, boundaries and depths of holes or channels scores 28, since planning software can compute depths from the plan.
Which tasks stay with continuous mining machine operators?
Hanging ventilation tubing and curtains at the face scores 8 and stays human because it is physical work at the working face. Checking roof and rib support also scores 8 and carries safety liability underground. Repositioning machines and changing cutter teeth score 3 to 4 and need hands on the equipment.
How can continuous mining machine operators stay valuable?
Learn to check cut boundaries against survey data in Leica Geosystems FMS, so the plan on screen matches the face. Log faults in Fleet monitoring system software and act on sensor alerts, since those alerts are the part of listening for binding that AI can assist. Keep roof and rib inspections and cutter maintenance as your hands-on core, backed by MSHA Part 48 training.
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